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人工知能と脳科学の融合研究の国際ネットワーク形成

International Activities Supporting Group

Project AreaCorrespondence and Fusion of Artificial Intelligence and Brain Science
Project/Area Number 16K21738
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeMulti-year Fund
Review Section Complex systems
Research InstitutionOkinawa Institute of Science and Technology Graduate University

Principal Investigator

銅谷 賢治  沖縄科学技術大学院大学, 神経計算ユニット, 教授 (80188846)

Co-Investigator(Kenkyū-buntansha) 坂上 雅道  玉川大学, 脳科学研究所, 教授 (10225782)
中原 裕之  国立研究開発法人理化学研究所, 脳神経科学研究センター, チームリーダー (10312282)
谷口 忠大  立命館大学, 情報理工学部, 教授 (80512251)
松尾 豊  東京大学, 大学院工学系研究科(工学部), 教授 (30358014)
Project Period (FY) 2016-06-30 – 2023-03-31
Project Status Granted (Fiscal Year 2021)
Budget Amount *help
¥46,930,000 (Direct Cost: ¥36,100,000、Indirect Cost: ¥10,830,000)
Fiscal Year 2020: ¥12,740,000 (Direct Cost: ¥9,800,000、Indirect Cost: ¥2,940,000)
Fiscal Year 2019: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Fiscal Year 2018: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Fiscal Year 2017: ¥8,320,000 (Direct Cost: ¥6,400,000、Indirect Cost: ¥1,920,000)
Fiscal Year 2016: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
Keywords人工知能 / 脳科学
Outline of Annual Research Achievements

2020年度に開催した国際シンポジウムInternational Symposium on Artificial Intelligence and Brain Science 2020での発表と議論をもとにしたNeural Networks誌の特集号の編集を進め、約40件の論文を収録した。シンポジウム後援者の共著による展望論文と、本研究領域の成果の論文は下記webサイトよりアクセス可能であり、オープンアクセスとした。
https://www.sciencedirect.com/journal/neural-networks/special-issue/1017VB2Z2R5
領域の研究成果と貢献を広く世界的に宣伝するため、成果報告ビデオを英語および日本語で企画制作を進め、各研究室でのデモおよびインタビューの画像収録を完了した。
2020年に続く第2回の国際シンポジウムInternational Symposium on Artificial Intelligence and Brain Science 2022を、Neuro2022のサテライトシンポジウムとして計画を進め、webサイトを立ち上げた。
http://www.brain-ai.jp/symposium2022/
海外との研究者派遣招聘の再開を計画していたが、コロナ変異株の蔓延などにより国境を越えた往来は引き続き困難であり。次年度以降に繰越実施する予定である。

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

Neural Networks特集号は、一部の論文が改訂、査読中であるが、ほぼ編集を終了した。
第2回の国際シンポジウムはスピーカー、プログラムを確定し、ポスター発表と参加登録、宣伝が進んでいる。

Strategy for Future Research Activity

Neural Networks特集号のeditorialを執筆し、編集出版を完了する。
第2回の国際シンポジウムのスピーカーの旅程手配、参加宣伝と、当日実行の準備を進める。
またポストコロナに向け、海外との研究者派遣招聘の再開をはかる。

Report

(6 results)
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report

Research Products

(73 results)

All 2022 2021 2020 2019 2018 2017 Other

All Int'l Joint Research (11 results) Journal Article (6 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 6 results,  Open Access: 6 results) Presentation (37 results) (of which Int'l Joint Research: 25 results,  Invited: 30 results) Book (2 results) Remarks (8 results) Funded Workshop (9 results)

  • [Int'l Joint Research] Facebook AI Research/New York University/MIT(米国)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Google DeepMind/Gatsby Computational Neuroscience Unit/University College London(英国)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] McGill University(カナダ)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Tsinghua University/Chinese Academy of Sciences(中国)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] Institute of Cognitive Neuroscience, UCL(英国)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] Jozef Stefan Institute(スロベニア)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] ケンブリッジ大学(英国)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] ダルムシュタット工科大学(ドイツ)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] 華東理工大学(中国)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] メルボルン大学(オーストラリア)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] Harvard University(米国)

    • Related Report
      2016 Research-status Report
  • [Journal Article] Deep learning, reinforcement learning, and world models2022

    • Author(s)
      Yutaka Matsuo, Yann LeCun, Maneesh Sahani, Doina Precup, David Silver, Masashi Sugiyama, Eiji Uchibe, Jun Morimoto
    • Journal Title

      Neural Networks

      Volume: 152 Pages: 267-275

    • DOI

      10.1016/j.neunet.2022.03.037

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Social Impact and Governance of AI and Neurotechnologies2022

    • Author(s)
      Doya K, Ema A, Kitano H, Sakagami M, Russell S
    • Journal Title

      Neural Networks

      Volume: pre-proof Pages: 542-554

    • DOI

      10.1016/j.neunet.2022.05.012

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Langdon A, Botvinick M, Nakahara H, Tanaka K, Matsumoto M, Kanai R2022

    • Author(s)
      Meta-learning, social cognition and consciousness in brains and machines
    • Journal Title

      Neural Networks

      Volume: 145 Pages: 80-89

    • DOI

      10.1016/j.neunet.2021.10.004

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] World model learning and inference2021

    • Author(s)
      Friston Karl、Moran Rosalyn J.、Nagai Yukie、Taniguchi Tadahiro、Gomi Hiroaki、Tenenbaum Josh
    • Journal Title

      Neural Networks

      Volume: 144 Pages: 573-590

    • DOI

      10.1016/j.neunet.2021.09.011

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research2021

    • Author(s)
      Macpherson Tom、Churchland Anne、Sejnowski Terry、DiCarlo James、Kamitani Yukiyasu、Takahashi Hidehiko、Hikida Takatoshi
    • Journal Title

      Neural Networks

      Volume: 144 Pages: 603-613

    • DOI

      10.1016/j.neunet.2021.09.018

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Toward evolutionary and developmental intelligence2019

    • Author(s)
      Doya K, Taniguchi T
    • Journal Title

      Current Opinion in Behavioral Sciences

      Volume: 29 Pages: 91-96

    • DOI

      10.1016/j.cobeha.2019.04.006

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Canonical Cortical Circuits and the Duality of Inference and Control2022

    • Author(s)
      Doya K
    • Organizer
      神経研究所発表会 (Online)
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Embodied agents for survival, reproduction, and prediction2022

    • Author(s)
      Doya K
    • Organizer
      International Workshop on Next Generation Embodied Intelligence
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Context-dependent interaction of dopamine and serotonin2022

    • Author(s)
      Doya K
    • Organizer
      COSYNE2022 (Online)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Reinforcement learning, Bayesian inference and the brain2021

    • Author(s)
      Doya K
    • Organizer
      AI and Brain Computation (lecture at summer school) (Online)
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] The duality of control and inference as a clue for cracking the codes of frontal and sensory cortical architectures2021

    • Author(s)
      Doya K
    • Organizer
      CJK Symposium 17, Theoretical Brain
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Duality of control and inference and the cortical circuit architecture2021

    • Author(s)
      Doya K
    • Organizer
      SBDM 2021
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] What can we learn from the brain for future AI?2021

    • Author(s)
      Doya K
    • Organizer
      ICLR2021
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Neural circuit for mental simulation2021

    • Author(s)
      Doya K
    • Organizer
      China-Japan Expert Symposium on Brain Science
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] AI and brain science2020

    • Author(s)
      Doya K
    • Organizer
      2020 IEEE CIS Summer School on Emerging Research Trends in Computational Intelligence: Theory and Applications
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Toward the society of AI agents: what should we learn from the brain and human society2020

    • Author(s)
      Doya K
    • Organizer
      International Symposium on Artificial Intelligence and Brain Science
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] What can we further learn from the brain for artificial intelligence?2020

    • Author(s)
      Doya K
    • Organizer
      World Wide NeuroTheory Forum on Sept. 11, 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Neural circuits for mental simulation2020

    • Author(s)
      Doya K
    • Organizer
      Online seminar NeuFo Monday Seminar, University of Geneva
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] How to let robots learn, develop, communicate and evolve2020

    • Author(s)
      Doya K
    • Organizer
      Latin American Summer School on Cognitive Robotics (LACORO)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] What can we further learn from the brain for artificial intelligence2020

    • Author(s)
      Doya K
    • Organizer
      Neuroscience2020
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] Toward multi-scale brain data assimilation2020

    • Author(s)
      Doya K
    • Organizer
      CNS*2020 Workshop: Machine learning and mechanistic modeling for understanding brain in health and disease
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] How Can the Brain Connect Predictors and Actors on the Fly?2020

    • Author(s)
      Doya K
    • Organizer
      Workshop on Learning for flexible, context-sensitive behavior
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] What can we further learn from the brain for artificial intelligence?2020

    • Author(s)
      Doya K
    • Organizer
      脳と心のメカニズム第20回冬のワークショップ
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Toward whole-brain multi-scale modeling2019

    • Author(s)
      Doya K
    • Organizer
      NBNI: Neurobiology and Neuroinformatics
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Patience, Confidence and Serotonin2019

    • Author(s)
      Doya K
    • Organizer
      Blue Brain Seminar. EPFL
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] Reinforcement learning: Computational theory and neural mechanisms2019

    • Author(s)
      Doya K
    • Organizer
      IRCN Neuro-Inspired Computation Course
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] Neural circuit for mental simulation2019

    • Author(s)
      Doya K
    • Organizer
      Computational and Systems Neuroscience 2019 (COSYNE2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Patience and beyond2019

    • Author(s)
      Doya K
    • Organizer
      COSYNE 2019 Workshop -Advances and Convergences in 5-HT Research
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Neural circuits for reinforcement learning and mental simulation2018

    • Author(s)
      Doya K
    • Organizer
      OIST-KAIST Symposium: Intelligence in Biological Systems and Its Application to Machines
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Introductory talk: Building autonomous robots to understand what brains do2018

    • Author(s)
      Doya K
    • Organizer
      Satellite workshop of The 8th International Symposium on Biology of Decision Making (SBDM2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Neural circuits for reinforcement learning and mental simulation2018

    • Author(s)
      Doya K
    • Organizer
      Seminar at Cold Spring Harbor Laboratory
    • Related Report
      2017 Research-status Report
  • [Presentation] How does the brain wire up itself on the fly?2018

    • Author(s)
      Doya K
    • Organizer
      Seminar at Institute for Advanced Study, Princeton
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Neural Circuit for Mental Simulation2018

    • Author(s)
      Doya K
    • Organizer
      the Princeton University Neuroscience and Social Decision Making (NSDM) talk series
    • Related Report
      2017 Research-status Report
  • [Presentation] Neural circuits for reinforcement learning and mental simulation2018

    • Author(s)
      Doya K
    • Organizer
      Canonical Computaiton in Brains and Machines Symposium
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] What should we further learn from the brain?2018

    • Author(s)
      Doya K
    • Organizer
      Joint Workshop of Korean AI flagship project and Japan ese AI and Brain Scinence project
    • Related Report
      2017 Research-status Report
  • [Presentation] Neural circuits for reinforcement learning and mental simulation2018

    • Author(s)
      Doya K
    • Organizer
      Brain and AI Symposium
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Neural circuits for reinforcement learning and mental simulation2017

    • Author(s)
      Doya K
    • Organizer
      SCiNDU: Systems & Computational Neuroscience Down Under
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] What can we further learn from the brain?2017

    • Author(s)
      Doya K
    • Organizer
      24th International Conference on Neural Information Processing ICONIP2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Artificial Intelligence and Brain Science2017

    • Author(s)
      Doya K
    • Organizer
      Seminar at Kyungpook National University
    • Related Report
      2017 Research-status Report
  • [Presentation] What should We further Learn from the Brain?2017

    • Author(s)
      Doya K
    • Organizer
      Brain-AI Workshop, NYU Shanhai
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] What should we further learn from the brain?2017

    • Author(s)
      Doya K
    • Organizer
      Korean AI Flagship Project Workshop
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Reinforcement learning: basic concepts and recent advances2017

    • Author(s)
      Doya K
    • Organizer
      Workshop on "Human & Machine Learning"
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Neural mechanisms of reinforcement learning and mental simulation2017

    • Author(s)
      Doya K
    • Organizer
      Workshop on "Human & Machine Learning"
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Book] Can Robots Find Their Own Goals? What Will Adaptive Autonomous Robots Dream Of? in Artificial Intelligence Art and Aesthetics Research Group ed.2019

    • Author(s)
      Doya K
    • Publisher
      Artificial Intelligence Art and Aesthetics Exhibition - Archive Collection.
    • Related Report
      2019 Research-status Report
  • [Book] Can Robots Find Their Own Goals? Looking Back at Artificial Intelligence Art and Aesthetics Exhibition in OIST. in Artificial Intelligence Art and Aesthetics Research Group ed.2019

    • Author(s)
      Doya K
    • Total Pages
      171
    • Publisher
      Artificial Intelligence Art and Aesthetics Exhibition - Archive Collection.
    • Related Report
      2019 Research-status Report
  • [Remarks] 人工知能と脳科学の対象と融合

    • URL

      http://www.brain-ai.jp/jp/

    • Related Report
      2021 Research-status Report 2020 Research-status Report 2019 Research-status Report 2018 Research-status Report 2017 Research-status Report
  • [Remarks] Neural Networks Special Issue

    • URL

      https://www.sciencedirect.com/journal/neural-networks/special-issue/1017VB2Z2R5

    • Related Report
      2021 Research-status Report
  • [Remarks] International Symposium on AI and Brain Science

    • URL

      http://www.brain-ai.jp/symposium2022/

    • Related Report
      2021 Research-status Report
  • [Remarks] 沖縄科学技術大学院大学 神経計算ユニット

    • URL

      https://groups.oist.jp/ja/ncu

    • Related Report
      2020 Research-status Report
  • [Remarks] 沖縄科学技術大学院大学 神経計算ユニット

    • URL

      https://groups.oist.jp/ncu

    • Related Report
      2019 Research-status Report
  • [Remarks] 沖縄科学技術大学院大学 神経計算ユニット

    • URL

      https://groups.oist.jp/ncu

    • Related Report
      2018 Research-status Report 2017 Research-status Report
  • [Remarks] Joint Workshop on AI and Neuroscience

    • URL

      http://www.brain-ai.jp/events/detail/616/

    • Related Report
      2016 Research-status Report
  • [Remarks] ISSA Summer School 2017

    • URL

      https://groups.oist.jp/issa

    • Related Report
      2016 Research-status Report
  • [Funded Workshop] 脳と心のメカニズム第20回冬のワークショップ2020

    • Related Report
      2019 Research-status Report
  • [Funded Workshop] The 9th International Symposium on "Biology of Decision Making" (SBDM2019)2019

    • Related Report
      2019 Research-status Report
  • [Funded Workshop] The 19th winter workshop Mechanism of Brain and Mind2019

    • Related Report
      2018 Research-status Report
  • [Funded Workshop] The 28th Annual Conference of the Japanese Neural Network Society (JNNS2018)2018

    • Related Report
      2018 Research-status Report
  • [Funded Workshop] The 18th China-Japan-Korea Joint Worlshop Neurobiology and Neuroinformatics (NBNI2018)2018

    • Related Report
      2018 Research-status Report
  • [Funded Workshop] The 2018 Conference on Artificial Life (ALIFE2018)2018

    • Related Report
      2018 Research-status Report
  • [Funded Workshop] 2017 Brain-AI Workshop2017

    • Related Report
      2017 Research-status Report
  • [Funded Workshop] Symposium on the Biology of Decision Making 20172017

    • Related Report
      2017 Research-status Report
  • [Funded Workshop] Gatsby - Kakenhi Workshop on AI and Neuroscinece2017

    • Related Report
      2017 Research-status Report

URL: 

Published: 2016-07-04   Modified: 2022-12-28  

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